Triple

T8282085
Position Surface form Disambiguated ID Type / Status
Subject Hallward Library E193698 entity
Predicate namedAfter P63 FINISHED
Object Bertrand Hallward
Bertrand Hallward was a British academic and administrator best known as the first Vice-Chancellor of the University of Nottingham, where a major library bears his name.
E723349 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Bertrand Hallward | Statement: [Hallward Library, namedAfter, Bertrand Hallward]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bertrand Hallward
Context triple: [Hallward Library, namedAfter, Bertrand Hallward]
  • A. Basil Hallward
    Basil Hallward is a fictional artist in Oscar Wilde’s novel "The Picture of Dorian Gray," whose idealistic devotion to beauty and to Dorian ultimately leads to his tragic downfall.
  • B. Reginald Michael Bloxam Hallward
    Reginald Michael Bloxam Hallward was the English father of American actress Gloria Grahame, known primarily through his connection to her.
  • C. Dorian Gray
    Dorian Gray is a fictional character, originally from Oscar Wilde’s novel "The Picture of Dorian Gray," known for his eternal youth and a hidden portrait that bears the marks of his corruption.
  • D. Adrian Stephen
    Adrian Stephen was a British psychoanalyst, writer, and member of the Bloomsbury Group, known also as the younger brother of Virginia Woolf and Vanessa Bell.
  • E. Leonard Bast
    Leonard Bast is a lower-middle-class insurance clerk and aspiring intellectual in E.M. Forster’s novel "Howards End," whose struggles highlight the era’s class tensions and social injustices.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Bertrand Hallward
Triple: [Hallward Library, namedAfter, Bertrand Hallward]
Generated description
Bertrand Hallward was a British academic and administrator best known as the first Vice-Chancellor of the University of Nottingham, where a major library bears his name.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bertrand Hallward
Target entity description: Bertrand Hallward was a British academic and administrator best known as the first Vice-Chancellor of the University of Nottingham, where a major library bears his name.
  • A. Basil Hallward
    Basil Hallward is a fictional artist in Oscar Wilde’s novel "The Picture of Dorian Gray," whose idealistic devotion to beauty and to Dorian ultimately leads to his tragic downfall.
  • B. Reginald Michael Bloxam Hallward
    Reginald Michael Bloxam Hallward was the English father of American actress Gloria Grahame, known primarily through his connection to her.
  • C. Dorian Gray
    Dorian Gray is a fictional character, originally from Oscar Wilde’s novel "The Picture of Dorian Gray," known for his eternal youth and a hidden portrait that bears the marks of his corruption.
  • D. Adrian Stephen
    Adrian Stephen was a British psychoanalyst, writer, and member of the Bloomsbury Group, known also as the younger brother of Virginia Woolf and Vanessa Bell.
  • E. Leonard Bast
    Leonard Bast is a lower-middle-class insurance clerk and aspiring intellectual in E.M. Forster’s novel "Howards End," whose struggles highlight the era’s class tensions and social injustices.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ca82e217a48190880695635c44b2ed completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb79ef8508819098112a3397c96ca5 completed March 31, 2026, 7:38 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd6877b8e481908ec1e0b91a5276f6 completed April 1, 2026, 6:48 p.m.
NEDg Description generation batch_69cd6d5441248190a9e32281dc8e8d62 completed April 1, 2026, 7:09 p.m.
NED2 Entity disambiguation (via description) batch_69cd7e20f71c8190959319c6683a2810 completed April 1, 2026, 8:20 p.m.
Created at: March 30, 2026, 5:51 p.m.